Redes Complexas
Introdução às redes complexas, fundamentos da teoria dos grafos, modelos de redes: aleatórias, mundo pequeno e livres de escala, medidas de centralidade, algoritmos Pagerank e Hits, detecção de comunidades, processos dinâmicos em redes, redes urbanas e mobilidade.
Obrigatória:
- M. Newman, Networks: An Introduction. Oxford University Press, 2010
- E. Estrada, The Structure of Complex Networks: Theory and Applications, Oxford University Press, 2011.
- Barrat, M. Barthélemy, A. Vespignani, Dynamical Processes on Complex Networks, Cambridge University Press, 2008
Complementar:
- L. Barabasi Network Science (e-book): http://barabasilab.neu.edu/networksciencebook/.
- R. Cohen, S. Havlin, Complex Networks: Structure, Robustness and Function, Cambridge University Press, 2010
- M. O. Jackson, Social and Economic Networks Paperback, Princeton University Press, 2010.
- D. Easley, J. Kleinberg, Networks, Crowds, and Markets: Reasoning About a Highly Connected World, Cambridge University Press, 2010 V. M. Newman, A.-L. Barabási, D. J. Watts, The Structure and Dynamics of Networks, Princeton University Press, 2006.